Overview
Brought to you by YData
Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 2007 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 345.1 KiB |
| Average record size in memory | 176.1 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 7 |
four_g is highly overall correlated with three_g | High correlation |
front_camera is highly overall correlated with primary_camera | High correlation |
price_range is highly overall correlated with ram | High correlation |
primary_camera is highly overall correlated with front_camera | High correlation |
ram is highly overall correlated with price_range | High correlation |
three_g is highly overall correlated with four_g | High correlation |
phone_id is uniformly distributed | Uniform |
price_range is uniformly distributed | Uniform |
phone_id has unique values | Unique |
sc_w has 180 (9.0%) zeros | Zeros |
front_camera has 476 (23.7%) zeros | Zeros |
primary_camera has 101 (5.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-19 15:42:16.380212 |
|---|---|
| Analysis finished | 2024-12-19 15:42:30.317081 |
| Duration | 13.94 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
phone_id
Real number (ℝ)
Uniform  Unique 
| Distinct | 2007 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1004 |
| Minimum | 1 |
|---|---|
| Maximum | 2007 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 101.3 |
| Q1 | 502.5 |
| median | 1004 |
| Q3 | 1505.5 |
| 95-th percentile | 1906.7 |
| Maximum | 2007 |
| Range | 2006 |
| Interquartile range (IQR) | 1003 |
Descriptive statistics
| Standard deviation | 579.51531 |
|---|---|
| Coefficient of variation (CV) | 0.57720649 |
| Kurtosis | -1.2 |
| Mean | 1004 |
| Median Absolute Deviation (MAD) | 502 |
| Skewness | 0 |
| Sum | 2015028 |
| Variance | 335838 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 2007 | 1 | < 0.1% |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 1991 | 1 | < 0.1% |
| 1990 | 1 | < 0.1% |
| 1989 | 1 | < 0.1% |
| Other values (1997) | 1997 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 2007 | 1 | |
| 2006 | 1 | |
| 2005 | 1 | |
| 2004 | 1 | |
| 2003 | 1 | |
| 2002 | 1 | |
| 2001 | 1 | |
| 2000 | 1 | |
| 1999 | 1 | |
| 1998 | 1 |
battery_power
Real number (ℝ)
| Distinct | 1094 |
|---|---|
| Distinct (%) | 54.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1238.4549 |
| Minimum | 501 |
|---|---|
| Maximum | 1998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 501 |
|---|---|
| 5-th percentile | 570.3 |
| Q1 | 851 |
| median | 1225 |
| Q3 | 1616.5 |
| 95-th percentile | 1929.7 |
| Maximum | 1998 |
| Range | 1497 |
| Interquartile range (IQR) | 765.5 |
Descriptive statistics
| Standard deviation | 439.84999 |
|---|---|
| Coefficient of variation (CV) | 0.35516028 |
| Kurtosis | -1.2270807 |
| Mean | 1238.4549 |
| Median Absolute Deviation (MAD) | 382 |
| Skewness | 0.032191247 |
| Sum | 2485579 |
| Variance | 193468.01 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1589 | 6 | 0.3% |
| 1872 | 6 | 0.3% |
| 618 | 6 | 0.3% |
| 1310 | 5 | 0.2% |
| 1063 | 5 | 0.2% |
| 832 | 5 | 0.2% |
| 1083 | 5 | 0.2% |
| 1821 | 5 | 0.2% |
| 504 | 5 | 0.2% |
| 1413 | 5 | 0.2% |
| Other values (1084) | 1954 |
| Value | Count | Frequency (%) |
| 501 | 2 | 0.1% |
| 502 | 2 | 0.1% |
| 503 | 3 | |
| 504 | 5 | |
| 506 | 1 | < 0.1% |
| 507 | 2 | 0.1% |
| 508 | 3 | |
| 509 | 1 | < 0.1% |
| 510 | 3 | |
| 511 | 4 |
| Value | Count | Frequency (%) |
| 1998 | 1 | < 0.1% |
| 1997 | 1 | < 0.1% |
| 1996 | 2 | |
| 1995 | 2 | |
| 1994 | 3 | |
| 1993 | 1 | < 0.1% |
| 1992 | 2 | |
| 1991 | 4 | |
| 1989 | 2 | |
| 1988 | 1 | < 0.1% |
clock_speed
Real number (ℝ)
| Distinct | 26 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5214748 |
| Minimum | 0.5 |
|---|---|
| Maximum | 3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 0.7 |
| median | 1.5 |
| Q3 | 2.2 |
| 95-th percentile | 2.8 |
| Maximum | 3 |
| Range | 2.5 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 0.81601139 |
|---|---|
| Coefficient of variation (CV) | 0.53632921 |
| Kurtosis | -1.323694 |
| Mean | 1.5214748 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 0.17848569 |
| Sum | 3053.6 |
| Variance | 0.66587459 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5 | 416 | |
| 2.8 | 85 | 4.2% |
| 2.3 | 78 | 3.9% |
| 2.1 | 76 | 3.8% |
| 1.6 | 76 | 3.8% |
| 2.5 | 75 | 3.7% |
| 0.6 | 74 | 3.7% |
| 1.4 | 70 | 3.5% |
| 1.3 | 68 | 3.4% |
| 1.5 | 67 | 3.3% |
| Other values (16) | 922 |
| Value | Count | Frequency (%) |
| 0.5 | 416 | |
| 0.6 | 74 | 3.7% |
| 0.7 | 64 | 3.2% |
| 0.8 | 58 | 2.9% |
| 0.9 | 58 | 2.9% |
| 1 | 61 | 3.0% |
| 1.1 | 51 | 2.5% |
| 1.2 | 57 | 2.8% |
| 1.3 | 68 | 3.4% |
| 1.4 | 70 | 3.5% |
| Value | Count | Frequency (%) |
| 3 | 28 | 1.4% |
| 2.9 | 62 | |
| 2.8 | 85 | |
| 2.7 | 55 | |
| 2.6 | 55 | |
| 2.5 | 75 | |
| 2.4 | 58 | |
| 2.3 | 78 | |
| 2.2 | 60 | |
| 2.1 | 76 |
m_dep
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50254111 |
| Minimum | 0.1 |
|---|---|
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.2 |
| median | 0.5 |
| Q3 | 0.8 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 0.9 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.28828665 |
|---|---|
| Coefficient of variation (CV) | 0.57365785 |
| Kurtosis | -1.2750624 |
| Mean | 0.50254111 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 0.083433924 |
| Sum | 1008.6 |
| Variance | 0.083109193 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 320 | |
| 0.2 | 213 | |
| 0.8 | 210 | |
| 0.5 | 205 | |
| 0.7 | 202 | |
| 0.3 | 199 | |
| 0.9 | 196 | |
| 0.6 | 188 | |
| 0.4 | 168 | |
| 1 | 106 | 5.3% |
| Value | Count | Frequency (%) |
| 0.1 | 320 | |
| 0.2 | 213 | |
| 0.3 | 199 | |
| 0.4 | 168 | |
| 0.5 | 205 | |
| 0.6 | 188 | |
| 0.7 | 202 | |
| 0.8 | 210 | |
| 0.9 | 196 | |
| 1 | 106 | 5.3% |
| Value | Count | Frequency (%) |
| 1 | 106 | 5.3% |
| 0.9 | 196 | |
| 0.8 | 210 | |
| 0.7 | 202 | |
| 0.6 | 188 | |
| 0.5 | 205 | |
| 0.4 | 168 | |
| 0.3 | 199 | |
| 0.2 | 213 | |
| 0.1 | 320 |
mobile_wt
Real number (ℝ)
| Distinct | 121 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.28002 |
| Minimum | 80 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 80 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 109 |
| median | 141 |
| Q3 | 170 |
| 95-th percentile | 196 |
| Maximum | 200 |
| Range | 120 |
| Interquartile range (IQR) | 61 |
Descriptive statistics
| Standard deviation | 35.358784 |
|---|---|
| Coefficient of variation (CV) | 0.25205859 |
| Kurtosis | -1.2066153 |
| Mean | 140.28002 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.005295089 |
| Sum | 281542 |
| Variance | 1250.2436 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 182 | 28 | 1.4% |
| 185 | 27 | 1.3% |
| 101 | 27 | 1.3% |
| 199 | 26 | 1.3% |
| 146 | 26 | 1.3% |
| 88 | 25 | 1.2% |
| 198 | 25 | 1.2% |
| 105 | 25 | 1.2% |
| 131 | 24 | 1.2% |
| 145 | 24 | 1.2% |
| Other values (111) | 1750 |
| Value | Count | Frequency (%) |
| 80 | 21 | |
| 81 | 13 | |
| 82 | 15 | |
| 83 | 19 | |
| 84 | 17 | |
| 85 | 13 | |
| 86 | 19 | |
| 87 | 15 | |
| 88 | 25 | |
| 89 | 24 |
| Value | Count | Frequency (%) |
| 200 | 19 | |
| 199 | 26 | |
| 198 | 25 | |
| 197 | 19 | |
| 196 | 20 | |
| 195 | 11 | |
| 194 | 16 | |
| 193 | 15 | |
| 192 | 15 | |
| 191 | 15 |
n_cores
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5181863 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.2884127 |
|---|---|
| Coefficient of variation (CV) | 0.50648922 |
| Kurtosis | -1.2305799 |
| Mean | 4.5181863 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0052450612 |
| Sum | 9068 |
| Variance | 5.2368326 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 274 | |
| 7 | 259 | |
| 8 | 257 | |
| 2 | 249 | |
| 3 | 247 | |
| 5 | 247 | |
| 1 | 243 | |
| 6 | 231 |
| Value | Count | Frequency (%) |
| 1 | 243 | |
| 2 | 249 | |
| 3 | 247 | |
| 4 | 274 | |
| 5 | 247 | |
| 6 | 231 | |
| 7 | 259 | |
| 8 | 257 |
| Value | Count | Frequency (%) |
| 8 | 257 | |
| 7 | 259 | |
| 6 | 231 | |
| 5 | 247 | |
| 4 | 274 | |
| 3 | 247 | |
| 2 | 249 | |
| 1 | 243 |
ram
Real number (ℝ)
High correlation 
| Distinct | 1562 |
|---|---|
| Distinct (%) | 77.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2124.9008 |
| Minimum | 256 |
|---|---|
| Maximum | 3998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 256 |
|---|---|
| 5-th percentile | 445.3 |
| Q1 | 1208.5 |
| median | 2148 |
| Q3 | 3063.5 |
| 95-th percentile | 3825.7 |
| Maximum | 3998 |
| Range | 3742 |
| Interquartile range (IQR) | 1855 |
Descriptive statistics
| Standard deviation | 1083.7371 |
|---|---|
| Coefficient of variation (CV) | 0.51001771 |
| Kurtosis | -1.1904271 |
| Mean | 2124.9008 |
| Median Absolute Deviation (MAD) | 930 |
| Skewness | 0.0048566465 |
| Sum | 4264676 |
| Variance | 1174486 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1229 | 4 | 0.2% |
| 2610 | 4 | 0.2% |
| 2227 | 4 | 0.2% |
| 1464 | 4 | 0.2% |
| 3142 | 4 | 0.2% |
| 1037 | 3 | 0.1% |
| 2819 | 3 | 0.1% |
| 2190 | 3 | 0.1% |
| 2775 | 3 | 0.1% |
| 1277 | 3 | 0.1% |
| Other values (1552) | 1972 |
| Value | Count | Frequency (%) |
| 256 | 1 | |
| 258 | 2 | |
| 259 | 1 | |
| 262 | 1 | |
| 263 | 1 | |
| 265 | 1 | |
| 267 | 1 | |
| 273 | 1 | |
| 277 | 1 | |
| 278 | 2 |
| Value | Count | Frequency (%) |
| 3998 | 1 | |
| 3996 | 1 | |
| 3993 | 1 | |
| 3991 | 2 | |
| 3990 | 1 | |
| 3984 | 1 | |
| 3978 | 1 | |
| 3971 | 1 | |
| 3970 | 2 | |
| 3969 | 1 |
talk_time
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.016941 |
| Minimum | 2 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 11 |
| Q3 | 16 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 18 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.4612486 |
|---|---|
| Coefficient of variation (CV) | 0.49571371 |
| Kurtosis | -1.2174124 |
| Mean | 11.016941 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.0088026214 |
| Sum | 22111 |
| Variance | 29.825236 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 125 | 6.2% |
| 4 | 123 | 6.1% |
| 15 | 116 | 5.8% |
| 16 | 116 | 5.8% |
| 19 | 114 | 5.7% |
| 6 | 111 | 5.5% |
| 10 | 106 | 5.3% |
| 11 | 104 | 5.2% |
| 8 | 104 | 5.2% |
| 20 | 102 | 5.1% |
| Other values (9) | 886 |
| Value | Count | Frequency (%) |
| 2 | 99 | |
| 3 | 94 | |
| 4 | 123 | |
| 5 | 93 | |
| 6 | 111 | |
| 7 | 125 | |
| 8 | 104 | |
| 9 | 101 | |
| 10 | 106 | |
| 11 | 104 |
| Value | Count | Frequency (%) |
| 20 | 102 | |
| 19 | 114 | |
| 18 | 101 | |
| 17 | 98 | |
| 16 | 116 | |
| 15 | 116 | |
| 14 | 101 | |
| 13 | 100 | |
| 12 | 99 | |
| 11 | 104 |
price_range
Categorical
High correlation  Uniform 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | |
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 503 | |
| 2 | 503 | |
| 3 | 501 | |
| 0 | 500 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 503 | |
| 2 | 503 | |
| 3 | 501 | |
| 0 | 500 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 503 | |
| 2 | 503 | |
| 3 | 501 | |
| 0 | 500 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 503 | |
| 2 | 503 | |
| 3 | 501 | |
| 0 | 500 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 503 | |
| 2 | 503 | |
| 3 | 501 | |
| 0 | 500 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 503 | |
| 2 | 503 | |
| 3 | 501 | |
| 0 | 500 |
px_height
Real number (ℝ)
| Distinct | 1137 |
|---|---|
| Distinct (%) | 56.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 645.84604 |
| Minimum | 0 |
|---|---|
| Maximum | 1960 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 70.3 |
| Q1 | 283.5 |
| median | 567 |
| Q3 | 949 |
| 95-th percentile | 1484.1 |
| Maximum | 1960 |
| Range | 1960 |
| Interquartile range (IQR) | 665.5 |
Descriptive statistics
| Standard deviation | 443.95025 |
|---|---|
| Coefficient of variation (CV) | 0.68739331 |
| Kurtosis | -0.32692926 |
| Mean | 645.84604 |
| Median Absolute Deviation (MAD) | 320 |
| Skewness | 0.66048099 |
| Sum | 1296213 |
| Variance | 197091.82 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 347 | 7 | 0.3% |
| 179 | 6 | 0.3% |
| 275 | 6 | 0.3% |
| 371 | 6 | 0.3% |
| 211 | 5 | 0.2% |
| 667 | 5 | 0.2% |
| 293 | 5 | 0.2% |
| 730 | 5 | 0.2% |
| 674 | 5 | 0.2% |
| 327 | 5 | 0.2% |
| Other values (1127) | 1952 |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | |
| 4 | 3 | |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1960 | 1 | |
| 1949 | 1 | |
| 1920 | 1 | |
| 1914 | 1 | |
| 1901 | 1 | |
| 1899 | 1 | |
| 1895 | 1 | |
| 1878 | 1 | |
| 1874 | 1 | |
| 1869 | 1 |
px_width
Real number (ℝ)
| Distinct | 1109 |
|---|---|
| Distinct (%) | 55.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1252.1978 |
| Minimum | 500 |
|---|---|
| Maximum | 1998 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 500 |
|---|---|
| 5-th percentile | 580 |
| Q1 | 875.5 |
| median | 1247 |
| Q3 | 1633.5 |
| 95-th percentile | 1929.7 |
| Maximum | 1998 |
| Range | 1498 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 432.31416 |
|---|---|
| Coefficient of variation (CV) | 0.34524431 |
| Kurtosis | -1.1870507 |
| Mean | 1252.1978 |
| Median Absolute Deviation (MAD) | 377 |
| Skewness | 0.013585838 |
| Sum | 2513161 |
| Variance | 186895.53 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1247 | 7 | 0.3% |
| 874 | 7 | 0.3% |
| 1988 | 6 | 0.3% |
| 1383 | 6 | 0.3% |
| 1463 | 6 | 0.3% |
| 1469 | 6 | 0.3% |
| 1552 | 5 | 0.2% |
| 1079 | 5 | 0.2% |
| 1234 | 5 | 0.2% |
| 1781 | 5 | 0.2% |
| Other values (1099) | 1949 |
| Value | Count | Frequency (%) |
| 500 | 2 | |
| 501 | 2 | |
| 503 | 1 | < 0.1% |
| 506 | 1 | < 0.1% |
| 507 | 4 | |
| 508 | 1 | < 0.1% |
| 509 | 2 | |
| 510 | 3 | |
| 511 | 2 | |
| 512 | 2 |
| Value | Count | Frequency (%) |
| 1998 | 1 | < 0.1% |
| 1997 | 1 | < 0.1% |
| 1996 | 1 | < 0.1% |
| 1995 | 3 | |
| 1994 | 2 | 0.1% |
| 1992 | 1 | < 0.1% |
| 1991 | 1 | < 0.1% |
| 1990 | 1 | < 0.1% |
| 1989 | 3 | |
| 1988 | 6 |
sc_h
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.308919 |
| Minimum | 5 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9 |
| median | 12 |
| Q3 | 16 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 14 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.2111795 |
|---|---|
| Coefficient of variation (CV) | 0.34212424 |
| Kurtosis | -1.1907672 |
| Mean | 12.308919 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.099478249 |
| Sum | 24704 |
| Variance | 17.734033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 17 | 195 | 9.7% |
| 12 | 157 | 7.8% |
| 7 | 151 | 7.5% |
| 16 | 144 | 7.2% |
| 14 | 143 | 7.1% |
| 15 | 135 | 6.7% |
| 13 | 132 | 6.6% |
| 11 | 127 | 6.3% |
| 10 | 125 | 6.2% |
| 9 | 125 | 6.2% |
| Other values (5) | 573 |
| Value | Count | Frequency (%) |
| 5 | 97 | |
| 6 | 114 | |
| 7 | 151 | |
| 8 | 118 | |
| 9 | 125 | |
| 10 | 125 | |
| 11 | 127 | |
| 12 | 157 | |
| 13 | 132 | |
| 14 | 143 |
| Value | Count | Frequency (%) |
| 19 | 124 | |
| 18 | 120 | |
| 17 | 195 | |
| 16 | 144 | |
| 15 | 135 | |
| 14 | 143 | |
| 13 | 132 | |
| 12 | 157 | |
| 11 | 127 | |
| 10 | 125 |
sc_w
Real number (ℝ)
Zeros 
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7623318 |
| Minimum | 0 |
|---|---|
| Maximum | 18 |
| Zeros | 180 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 14 |
| Maximum | 18 |
| Range | 18 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.3528123 |
|---|---|
| Coefficient of variation (CV) | 0.75539078 |
| Kurtosis | -0.38590632 |
| Mean | 5.7623318 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.63507132 |
| Sum | 11565 |
| Variance | 18.946975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 211 | |
| 3 | 200 | |
| 4 | 182 | |
| 0 | 180 | |
| 5 | 161 | 8.0% |
| 2 | 158 | 7.9% |
| 7 | 133 | 6.6% |
| 6 | 130 | 6.5% |
| 8 | 127 | 6.3% |
| 10 | 107 | 5.3% |
| Other values (9) | 418 |
| Value | Count | Frequency (%) |
| 0 | 180 | |
| 1 | 211 | |
| 2 | 158 | |
| 3 | 200 | |
| 4 | 182 | |
| 5 | 161 | |
| 6 | 130 | |
| 7 | 133 | |
| 8 | 127 | |
| 9 | 97 |
| Value | Count | Frequency (%) |
| 18 | 8 | 0.4% |
| 17 | 19 | 0.9% |
| 16 | 29 | 1.4% |
| 15 | 31 | 1.5% |
| 14 | 33 | 1.6% |
| 13 | 49 | |
| 12 | 68 | |
| 11 | 84 | |
| 10 | 107 | |
| 9 | 97 |
front_camera
Real number (ℝ)
High correlation  Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3059292 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 476 |
| Zeros (%) | 23.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 13 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.341375 |
|---|---|
| Coefficient of variation (CV) | 1.0082319 |
| Kurtosis | 0.27838955 |
| Mean | 4.3059292 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.0214839 |
| Sum | 8642 |
| Variance | 18.847537 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 476 | |
| 1 | 246 | |
| 2 | 190 | 9.5% |
| 3 | 171 | 8.5% |
| 5 | 139 | 6.9% |
| 4 | 134 | 6.7% |
| 6 | 112 | 5.6% |
| 7 | 100 | 5.0% |
| 9 | 78 | 3.9% |
| 8 | 77 | 3.8% |
| Other values (10) | 284 |
| Value | Count | Frequency (%) |
| 0 | 476 | |
| 1 | 246 | |
| 2 | 190 | 9.5% |
| 3 | 171 | 8.5% |
| 4 | 134 | 6.7% |
| 5 | 139 | 6.9% |
| 6 | 112 | 5.6% |
| 7 | 100 | 5.0% |
| 8 | 77 | 3.8% |
| 9 | 78 | 3.9% |
| Value | Count | Frequency (%) |
| 19 | 1 | < 0.1% |
| 18 | 11 | 0.5% |
| 17 | 6 | 0.3% |
| 16 | 24 | 1.2% |
| 15 | 23 | 1.1% |
| 14 | 20 | 1.0% |
| 13 | 41 | |
| 12 | 45 | |
| 11 | 51 | |
| 10 | 62 |
primary_camera
Real number (ℝ)
High correlation  Zeros 
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.9088191 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 101 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 20 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 6.0586332 |
|---|---|
| Coefficient of variation (CV) | 0.61143847 |
| Kurtosis | -1.1691836 |
| Mean | 9.9088191 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.019813921 |
| Sum | 19887 |
| Variance | 36.707036 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 123 | 6.1% |
| 7 | 120 | 6.0% |
| 9 | 113 | 5.6% |
| 20 | 110 | 5.5% |
| 14 | 105 | 5.2% |
| 1 | 104 | 5.2% |
| 0 | 101 | 5.0% |
| 2 | 100 | 5.0% |
| 17 | 99 | 4.9% |
| 6 | 97 | 4.8% |
| Other values (11) | 935 |
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 1 | 104 | |
| 2 | 100 | |
| 3 | 93 | |
| 4 | 95 | |
| 5 | 59 | |
| 6 | 97 | |
| 7 | 120 | |
| 8 | 89 | |
| 9 | 113 |
| Value | Count | Frequency (%) |
| 20 | 110 | |
| 19 | 83 | |
| 18 | 82 | |
| 17 | 99 | |
| 16 | 88 | |
| 15 | 92 | |
| 14 | 105 | |
| 13 | 85 | |
| 12 | 90 | |
| 11 | 79 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 994 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 994 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 994 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 994 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 994 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1013 | |
| 1 | 994 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1022 | |
| 0 | 985 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1022 | |
| 0 | 985 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1022 | |
| 0 | 985 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1022 | |
| 0 | 985 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1022 | |
| 0 | 985 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1022 | |
| 0 | 985 |
four_g
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1047 | |
| 0 | 960 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1047 | |
| 0 | 960 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1047 | |
| 0 | 960 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1047 | |
| 0 | 960 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1047 | |
| 0 | 960 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1047 | |
| 0 | 960 |
three_g
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.8 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1529 | |
| 0 | 478 | 23.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1529 | |
| 0 | 478 | 23.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1529 | |
| 0 | 478 | 23.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1529 | |
| 0 | 478 | 23.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1529 | |
| 0 | 478 | 23.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1529 | |
| 0 | 478 | 23.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1009 | |
| 0 | 998 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1009 | |
| 0 | 998 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1009 | |
| 0 | 998 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1009 | |
| 0 | 998 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1009 | |
| 0 | 998 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1009 | |
| 0 | 998 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1016 | |
| 0 | 991 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1016 | |
| 0 | 991 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1016 | |
| 0 | 991 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1016 | |
| 0 | 991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1016 | |
| 0 | 991 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2007 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1016 | |
| 0 | 991 |
int_memory
Real number (ℝ)
| Distinct | 63 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.027902 |
| Minimum | 2 |
|---|---|
| Maximum | 64 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 15.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 16 |
| median | 32 |
| Q3 | 48 |
| 95-th percentile | 61 |
| Maximum | 64 |
| Range | 62 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 18.146496 |
|---|---|
| Coefficient of variation (CV) | 0.56658398 |
| Kurtosis | -1.2173377 |
| Mean | 32.027902 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 0.058541683 |
| Sum | 64280 |
| Variance | 329.29533 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 47 | 2.3% |
| 14 | 45 | 2.2% |
| 16 | 45 | 2.2% |
| 2 | 42 | 2.1% |
| 57 | 42 | 2.1% |
| 7 | 41 | 2.0% |
| 44 | 40 | 2.0% |
| 42 | 40 | 2.0% |
| 30 | 39 | 1.9% |
| 10 | 38 | 1.9% |
| Other values (53) | 1588 |
| Value | Count | Frequency (%) |
| 2 | 42 | |
| 3 | 25 | |
| 4 | 20 | |
| 5 | 36 | |
| 6 | 37 | |
| 7 | 41 | |
| 8 | 37 | |
| 9 | 35 | |
| 10 | 38 | |
| 11 | 34 |
| Value | Count | Frequency (%) |
| 64 | 31 | |
| 63 | 30 | |
| 62 | 21 | |
| 61 | 27 | |
| 60 | 27 | |
| 59 | 18 | |
| 58 | 36 | |
| 57 | 42 | |
| 56 | 27 | |
| 55 | 29 |
Interactions
Correlations
| battery_power | blue | clock_speed | dual_sim | four_g | front_camera | int_memory | m_dep | mobile_wt | n_cores | phone_id | price_range | primary_camera | px_height | px_width | ram | sc_h | sc_w | talk_time | three_g | touch_screen | wifi | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| battery_power | 1.000 | 0.038 | 0.008 | 0.053 | 0.000 | 0.038 | -0.004 | 0.032 | 0.002 | -0.030 | -0.025 | 0.129 | 0.032 | 0.009 | -0.010 | -0.003 | -0.029 | -0.027 | 0.054 | 0.000 | 0.000 | 0.000 |
| blue | 0.038 | 1.000 | 0.047 | 0.026 | 0.000 | 0.000 | 0.060 | 0.027 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.039 | 0.000 | 0.016 | 0.000 | 0.007 |
| clock_speed | 0.008 | 0.047 | 1.000 | 0.020 | 0.048 | -0.005 | 0.003 | -0.016 | 0.011 | -0.006 | -0.008 | 0.000 | -0.005 | -0.015 | -0.011 | 0.005 | -0.031 | -0.012 | -0.011 | 0.041 | 0.035 | 0.000 |
| dual_sim | 0.053 | 0.026 | 0.020 | 1.000 | 0.000 | 0.000 | 0.000 | 0.062 | 0.035 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.020 | 0.020 | 0.000 | 0.000 | 0.000 |
| four_g | 0.000 | 0.000 | 0.048 | 0.000 | 1.000 | 0.041 | 0.000 | 0.000 | 0.051 | 0.041 | 0.043 | 0.009 | 0.000 | 0.012 | 0.000 | 0.000 | 0.080 | 0.000 | 0.038 | 0.582 | 0.000 | 0.000 |
| front_camera | 0.038 | 0.000 | -0.005 | 0.000 | 0.041 | 1.000 | -0.026 | 0.012 | 0.027 | -0.016 | -0.000 | 0.000 | 0.659 | -0.021 | -0.011 | 0.018 | -0.011 | -0.002 | -0.001 | 0.000 | 0.044 | 0.048 |
| int_memory | -0.004 | 0.060 | 0.003 | 0.000 | 0.000 | -0.026 | 1.000 | 0.006 | -0.035 | -0.029 | -0.060 | 0.040 | -0.033 | 0.000 | -0.007 | 0.032 | 0.040 | 0.014 | -0.004 | 0.030 | 0.023 | 0.008 |
| m_dep | 0.032 | 0.027 | -0.016 | 0.062 | 0.000 | 0.012 | 0.006 | 1.000 | 0.023 | -0.005 | -0.016 | 0.018 | 0.027 | 0.028 | 0.025 | -0.009 | -0.023 | -0.020 | 0.017 | 0.000 | 0.068 | 0.015 |
| mobile_wt | 0.002 | 0.000 | 0.011 | 0.035 | 0.051 | 0.027 | -0.035 | 0.023 | 1.000 | -0.021 | -0.062 | 0.030 | 0.018 | 0.010 | 0.000 | -0.003 | -0.034 | -0.019 | 0.007 | 0.000 | 0.000 | 0.000 |
| n_cores | -0.030 | 0.000 | -0.006 | 0.000 | 0.041 | -0.016 | -0.029 | -0.005 | -0.021 | 1.000 | 0.012 | 0.000 | -0.001 | -0.005 | 0.024 | 0.007 | 0.001 | 0.031 | 0.013 | 0.019 | 0.000 | 0.000 |
| phone_id | -0.025 | 0.008 | -0.008 | 0.000 | 0.043 | -0.000 | -0.060 | -0.016 | -0.062 | 0.012 | 1.000 | 0.000 | -0.008 | -0.025 | -0.004 | -0.046 | -0.023 | -0.005 | -0.020 | 0.016 | 0.000 | 0.000 |
| price_range | 0.129 | 0.000 | 0.000 | 0.000 | 0.009 | 0.000 | 0.040 | 0.018 | 0.030 | 0.000 | 0.000 | 1.000 | 0.027 | 0.084 | 0.103 | 0.723 | 0.035 | 0.059 | 0.000 | 0.000 | 0.019 | 0.000 |
| primary_camera | 0.032 | 0.000 | -0.005 | 0.000 | 0.000 | 0.659 | -0.033 | 0.027 | 0.018 | -0.001 | -0.008 | 0.027 | 1.000 | -0.015 | 0.003 | 0.028 | 0.005 | -0.035 | 0.014 | 0.000 | 0.035 | 0.000 |
| px_height | 0.009 | 0.000 | -0.015 | 0.000 | 0.012 | -0.021 | 0.000 | 0.028 | 0.010 | -0.005 | -0.025 | 0.084 | -0.015 | 1.000 | 0.469 | -0.031 | 0.055 | 0.027 | -0.012 | 0.023 | 0.000 | 0.061 |
| px_width | -0.010 | 0.000 | -0.011 | 0.000 | 0.000 | -0.011 | -0.007 | 0.025 | 0.000 | 0.024 | -0.004 | 0.103 | 0.003 | 0.469 | 1.000 | 0.004 | 0.025 | 0.023 | 0.004 | 0.000 | 0.000 | 0.035 |
| ram | -0.003 | 0.000 | 0.005 | 0.019 | 0.000 | 0.018 | 0.032 | -0.009 | -0.003 | 0.007 | -0.046 | 0.723 | 0.028 | -0.031 | 0.004 | 1.000 | 0.017 | 0.027 | 0.012 | 0.041 | 0.000 | 0.000 |
| sc_h | -0.029 | 0.000 | -0.031 | 0.000 | 0.080 | -0.011 | 0.040 | -0.023 | -0.034 | 0.001 | -0.023 | 0.035 | 0.005 | 0.055 | 0.025 | 0.017 | 1.000 | 0.469 | -0.019 | 0.019 | 0.018 | 0.072 |
| sc_w | -0.027 | 0.039 | -0.012 | 0.020 | 0.000 | -0.002 | 0.014 | -0.020 | -0.019 | 0.031 | -0.005 | 0.059 | -0.035 | 0.027 | 0.023 | 0.027 | 0.469 | 1.000 | -0.020 | 0.049 | 0.000 | 0.000 |
| talk_time | 0.054 | 0.000 | -0.011 | 0.020 | 0.038 | -0.001 | -0.004 | 0.017 | 0.007 | 0.013 | -0.020 | 0.000 | 0.014 | -0.012 | 0.004 | 0.012 | -0.019 | -0.020 | 1.000 | 0.036 | 0.045 | 0.000 |
| three_g | 0.000 | 0.016 | 0.041 | 0.000 | 0.582 | 0.000 | 0.030 | 0.000 | 0.000 | 0.019 | 0.016 | 0.000 | 0.000 | 0.023 | 0.000 | 0.041 | 0.019 | 0.049 | 0.036 | 1.000 | 0.000 | 0.000 |
| touch_screen | 0.000 | 0.000 | 0.035 | 0.000 | 0.000 | 0.044 | 0.023 | 0.068 | 0.000 | 0.000 | 0.000 | 0.019 | 0.035 | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.045 | 0.000 | 1.000 | 0.000 |
| wifi | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.048 | 0.008 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.061 | 0.035 | 0.000 | 0.072 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
Missing values
Sample
| phone_id | battery_power | clock_speed | m_dep | mobile_wt | n_cores | ram | talk_time | price_range | px_height | px_width | sc_h | sc_w | front_camera | primary_camera | blue | dual_sim | four_g | three_g | touch_screen | wifi | int_memory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 842 | 2.2 | 0.6 | 188 | 2 | 2549 | 19 | 1 | 20 | 756 | 9 | 7 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 7 |
| 1 | 2 | 1021 | 0.5 | 0.7 | 136 | 3 | 2631 | 7 | 2 | 905 | 1988 | 17 | 3 | 0 | 6 | 1 | 1 | 1 | 1 | 1 | 0 | 53 |
| 2 | 3 | 563 | 0.5 | 0.9 | 145 | 5 | 2603 | 9 | 2 | 1263 | 1716 | 11 | 2 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 0 | 41 |
| 3 | 4 | 615 | 2.5 | 0.8 | 131 | 6 | 2769 | 11 | 2 | 1216 | 1786 | 16 | 8 | 0 | 9 | 1 | 0 | 0 | 1 | 0 | 0 | 10 |
| 4 | 5 | 1821 | 1.2 | 0.6 | 141 | 2 | 1411 | 15 | 1 | 1208 | 1212 | 8 | 2 | 13 | 14 | 1 | 0 | 1 | 1 | 1 | 0 | 44 |
| 5 | 6 | 1859 | 0.5 | 0.7 | 164 | 1 | 1067 | 10 | 1 | 1004 | 1654 | 17 | 1 | 3 | 7 | 0 | 1 | 0 | 1 | 0 | 0 | 22 |
| 6 | 7 | 1821 | 1.7 | 0.8 | 139 | 8 | 3220 | 18 | 3 | 381 | 1018 | 13 | 8 | 4 | 10 | 0 | 0 | 1 | 1 | 0 | 1 | 10 |
| 7 | 8 | 842 | 2.2 | 0.6 | 188 | 2 | 2549 | 19 | 1 | 20 | 756 | 9 | 7 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 7 |
| 8 | 9 | 1021 | 0.5 | 0.7 | 136 | 3 | 2631 | 7 | 2 | 905 | 1988 | 17 | 3 | 0 | 6 | 1 | 1 | 1 | 1 | 1 | 0 | 53 |
| 9 | 10 | 563 | 0.5 | 0.9 | 145 | 5 | 2603 | 9 | 2 | 1263 | 1716 | 11 | 2 | 2 | 6 | 1 | 1 | 1 | 1 | 1 | 0 | 41 |
| phone_id | battery_power | clock_speed | m_dep | mobile_wt | n_cores | ram | talk_time | price_range | px_height | px_width | sc_h | sc_w | front_camera | primary_camera | blue | dual_sim | four_g | three_g | touch_screen | wifi | int_memory | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1997 | 1998 | 1617 | 2.4 | 0.8 | 85 | 1 | 296 | 7 | 0 | 743 | 1426 | 5 | 3 | 8 | 9 | 1 | 0 | 1 | 1 | 0 | 0 | 36 |
| 1998 | 1999 | 1882 | 2.0 | 0.8 | 113 | 8 | 3579 | 20 | 3 | 4 | 743 | 19 | 8 | 11 | 19 | 0 | 0 | 1 | 1 | 1 | 0 | 44 |
| 1999 | 2000 | 674 | 2.9 | 0.2 | 198 | 3 | 1180 | 4 | 0 | 576 | 1809 | 6 | 3 | 1 | 4 | 1 | 1 | 0 | 1 | 1 | 1 | 21 |
| 2000 | 2001 | 1467 | 0.5 | 0.6 | 122 | 5 | 3962 | 5 | 3 | 888 | 1099 | 15 | 11 | 0 | 0 | 1 | 0 | 0 | 1 | 1 | 1 | 18 |
| 2001 | 2002 | 858 | 2.2 | 0.1 | 84 | 1 | 3978 | 3 | 3 | 528 | 1416 | 17 | 16 | 1 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 50 |
| 2002 | 2003 | 794 | 0.5 | 0.8 | 106 | 6 | 668 | 19 | 0 | 1222 | 1890 | 13 | 4 | 0 | 14 | 1 | 1 | 1 | 1 | 1 | 0 | 2 |
| 2003 | 2004 | 1965 | 2.6 | 0.2 | 187 | 4 | 2032 | 16 | 2 | 915 | 1965 | 11 | 10 | 0 | 3 | 1 | 1 | 0 | 1 | 1 | 1 | 39 |
| 2004 | 2005 | 1911 | 0.9 | 0.7 | 108 | 8 | 3057 | 5 | 3 | 868 | 1632 | 9 | 1 | 1 | 3 | 0 | 1 | 1 | 1 | 1 | 0 | 36 |
| 2005 | 2006 | 1512 | 0.9 | 0.1 | 145 | 5 | 869 | 19 | 0 | 336 | 670 | 18 | 10 | 4 | 5 | 0 | 0 | 1 | 1 | 1 | 1 | 46 |
| 2006 | 2007 | 510 | 2.0 | 0.9 | 168 | 6 | 3919 | 2 | 3 | 483 | 754 | 19 | 4 | 5 | 16 | 1 | 1 | 1 | 1 | 1 | 1 | 45 |